個人檔案
學歷
- 2014-2018 元智大學資訊工程學系博士
- 2012-2014 元智大學資訊工程學系碩士
- 2005-2010 B.Eng. in Information Technology, Da Lat University, Vietnam
經歷
- 2023.02- 臺北醫學大學國際醫學研究碩博士學位學程副教授
- 2023.02- 臺北醫學大學醫學院人工智慧醫療碩士在職專班副教授
- 2020.06-2023.01 臺北醫學大學國際醫學研究碩博士學位學程助理教授
- 2019.08-2023.01 臺北醫學大學醫學院人工智慧醫療碩士在職專班助理教授
- 2018.08-2019.08 新加坡南洋理工大學博士後研究員
獎項
- TMU Research Paper Excellence Award 2023 (Taipei Medical University)
- TMU Young Scholar Research Award 2023 (Taipei Medical University)
- Outstanding Curriculum Award for Open Education 2023 (Taiwan Open Curriculum and Education Consortium - TOCEC)
- Creative Award (2023 H.Spectrum+)
- Best Oral Presenter Award (20th Asia Pacific Bioinformatics Conference-APBC2022)
- TMU Excellent Research Paper Award (Taipei Medical University)
- Future Tech Awards (Taiwan FUTEX 2021)
研究興趣
- 人工智慧醫療
- 生物資訊學、計算生物學
- 影像組學、基因組學和蛋白質組學
- 醫學信息學
相關連結
指紋
- 1 類似的個人檔案
過去五年中的合作和熱門研究領域
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DeepNLP-DNA：運用深度編解碼架構及二維卷積神經網路以分析去氧核糖核酸序列表現之預先訓練自然語言處理模型研究(2/2)
Le, N. Q. K. (PI)
8/1/22 → 7/31/23
研究計畫: A - 政府部門 › b - 國家科學及技術委員會
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A unified graph-based approach for protein function prediction using AlphaFold structures and sequence features
Nguyen, T. T., Zheng, W., Nguyen, V. N., Le, N. Q. K. & Chua, M. C. H., 2月 2026, 於: Computational Biology and Chemistry. 120, 108609.研究成果: 雜誌貢獻 › 文章 › 同行評審
2 !!Link opens in a new tab 引文 斯高帕斯（Scopus） -
Bioinformatics Analysis of Transcriptomic Data (Bulk and scRNA-Seq) for Immuno-Oncology
Nguyen, M. H. & Le, N. Q. K., 2026, Methods in Molecular Biology. Humana Press Inc., p. 291-303 13 p. (Methods in Molecular Biology; 卷 2959).研究成果: 書貢獻/報告類型 › 章節
開啟存取1 !!Link opens in a new tab 引文 斯高帕斯（Scopus） -
DeepGPT-DILI: Integrating Graph Convolutional Networks and Large Language Model Embeddings for Accurate Drug-Induced Liver Injury Prediction
Le, M. H. N., Huynh, U. K. M., Ong, H. X., Huynh, P. K., Dinh, M. T., Huynh, H. H., Kha, H. Q., Nguyen, P. K., Huynh, X. L., Vo, A. T., Nguyen, T. M., Nguyen, T. H., Nguyen, Q. & Le, N. Q. K., 2026, Emerging LLM/LMM Applications in Medical Imaging - 1st International Workshop, ELAMI 2025, Held in Conjunction with MICCAI 2025, Proceedings. Nguyen, H. V., Awasthi, A., Patel, V. M., Le, N., Zhou, Y., Liu, S. & Zhou, S. K. (編輯). Springer Science and Business Media Deutschland GmbH, p. 98-106 9 p. (Lecture Notes in Computer Science; 卷 16146 LNCS).研究成果: 書貢獻/報告類型 › 會議貢獻
開啟存取 -
Deep Learning-Based Dental Caries Diagnosis: A Modality-Stratified Systematic Review and Meta-Analysis of Faster R-CNN and Mask R-CNN
Lam, Q. T., Le, M. H., Fan, F.-Y., Le, N. Q. & Lee, I.-T., 2026, 於: Diagnostics. 16, 5, p. 731研究成果: 雜誌貢獻 › 回顧型文獻 › 同行評審
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Hepatic Tumor Segmentation Under Modified Scalable and Transferable nnU-Net Framework
Bui-Tran, Q. K., Dinh, M. T., Vu, N. L. V., Nguyen, Q., Dinh, Q. V., Le, M. H. N. & Le, N. Q. K., 2026, The 14th Conference on Information Technology and its Applications - Proceedings of the International Conference CITA 2025. Nguyen, N. T., Huynh, C.-P., Nguyen, Q.-V., Nguyen, T. T., Le-Khac, N.-A. & Seng, S. (編輯). Springer Science and Business Media Deutschland GmbH, p. 843-855 13 p. (Lecture Notes in Networks and Systems; 卷 1581 LNNS).研究成果: 書貢獻/報告類型 › 會議貢獻
資料集
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Additional file 2 of TNFPred: identifying tumor necrosis factors using hybrid features based on word embeddings
Phan, D.-V. (Contributor), Le, N.-Q.-K. (Contributor), Ou, Y.-Y. (Contributor), Ho, Q.-T. (Contributor) & Nguyen, T.-T.-D. (Contributor), Figshare, 2020
DOI: 10.6084/m9.figshare.13126665.v1, https://doi.org/10.6084%2Fm9.figshare.13126665.v1
資料集: Dataset
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Additional file 4 of TNFPred: identifying tumor necrosis factors using hybrid features based on word embeddings
Ho, Q.-T. (Contributor), Phan, D.-V. (Contributor), Ou, Y.-Y. (Contributor), Nguyen, T.-T.-D. (Contributor) & Le, N.-Q.-K. (Contributor), Figshare, 2020
DOI: 10.6084/m9.figshare.13126671.v1, https://doi.org/10.6084%2Fm9.figshare.13126671.v1
資料集: Dataset
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Additional file 5 of TNFPred: identifying tumor necrosis factors using hybrid features based on word embeddings
Ho, Q.-T. (Contributor), Nguyen, T.-T.-D. (Contributor), Le, N.-Q.-K. (Contributor), Ou, Y.-Y. (Contributor) & Phan, D.-V. (Contributor), Figshare, 2020
DOI: 10.6084/m9.figshare.13126674.v1, https://doi.org/10.6084%2Fm9.figshare.13126674.v1
資料集: Dataset
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TNFPred: identifying tumor necrosis factors using hybrid features based on word embeddings
Nguyen, T.-T.-D. (Contributor), Le, N.-Q.-K. (Contributor), Ho, Q.-T. (Contributor), Phan, D.-V. (Contributor) & Ou, Y.-Y. (Contributor), Figshare, 2020
DOI: 10.6084/m9.figshare.c.5182812.v1, https://springernature.figshare.com/collections/TNFPred_identifying_tumor_necrosis_factors_using_hybrid_features_based_on_word_embeddings/5182812/1
資料集: Dataset
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Additional file 1 of TNFPred: identifying tumor necrosis factors using hybrid features based on word embeddings
Ou, Y.-Y. (Contributor), Ho, Q.-T. (Contributor), Nguyen, T.-T.-D. (Contributor), Le, N.-Q.-K. (Contributor) & Phan, D.-V. (Contributor), Figshare, 2020
DOI: 10.6084/m9.figshare.13126662.v1, https://doi.org/10.6084%2Fm9.figshare.13126662.v1
資料集: Dataset